Prompt Optimization on Geometric Shapes
63.3AccuracyTRAS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TRASLLM=GPT-3.5-turbo, Seeds=5, Iterations=15, Warmup steps (τwarmup)=3, K=62025.07 | 63.3 | 0.004 | 2.644 | |
| Baseline + TRLLM=GPT-3.5-turbo, Seeds=5, Iterations=15, Warmup steps (τwarmup)=32025.07 | 61.6 | 0.035 | 1.399 | |
| Baseline + MCSALLM=GPT-3.5-turbo, Seeds=5, Iterations=15, Warmup steps (τwarmup)=3, K=62025.07 | 57.8 | 0.032 | 1.439 | |
| BaselineLLM=GPT-3.5-turbo, Seeds=5, Iterations=152025.07 | 52.1 | — | — |